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    ALT
    2006
    Springer
    146views Machine Learning» more  ALT 2006»
    Probabilistic Generalization of Simple Grammars and Its Application to Reinforcement Learning
    15 years 6 months ago
    Probabilistic Generalization of Simple Grammars and Its Application to Reinforcement Learning
    Download  www.logos.t.u-tokyo.ac.jp
    Abstract. Recently, some non-regular subclasses of context-free grammars have been found to be efficiently learnable from positive data. In order to use these efficient algorithms ...
    Takeshi Shibata, Ryo Yoshinaka, Takashi Chikayama
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    MLDM
    2001
    Springer
    100views Machine Learning» more  MLDM 2001»
    Concepts Learning with Fuzzy Clustering and Relevance Feedback
    15 years 2 months ago
    Concepts Learning with Fuzzy Clustering and Relevance Feedback
    Download  www.mldm.de
    Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications . . . . . . . . . . . . . . . . . 23 R. Schmidt and L. Gierl Are Case-Based Reasoning and...
    Bir Bhanu, Anlei Dong
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    ICMLA
    2010
    161views Machine Learning» more  ICMLA 2010»
    Robust Learning for Adaptive Programs by Leveraging Program Structure
    14 years 7 months ago
    Robust Learning for Adaptive Programs by Leveraging Program Structure
    Download  web.engr.oregonstate.edu
    Abstract--We study how to effectively integrate reinforcement learning (RL) and programming languages via adaptation-based programming, where programs can include non-deterministic...
    Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig
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    ALT
    2009
    Springer
    161views Machine Learning» more  ALT 2009»
    Iterative Learning from Texts and Counterexamples Using Additional Information
    15 years 6 months ago
    Iterative Learning from Texts and Counterexamples Using Additional Information
    Download  www.comp.nus.edu.sg
    Abstract. A variant of iterative learning in the limit (cf. [LZ96]) is studied when a learner gets negative examples refuting conjectures containing data in excess of the target la...
    Sanjay Jain, Efim B. Kinber
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    ECML
    2006
    Springer
    143views Machine Learning» more  ECML 2006»
    Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning
    15 years 1 months ago
    Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning
    Download  www.cs.uiuc.edu
    Abstract. Over the last twenty years AI has undergone a sea change. The oncedominant paradigm of logical inference over symbolic knowledge representations has largely been supplant...
    Gerald DeJong
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